An object-based deep learning model estimates building heights from single COSMO-SkyMed SAR images plus building footprints, reaching about 2.20 m MAE in Munich under leave-one-city-out evaluation.
A Lightweight Building Extraction Approach for Contour Recovery in Complex Urban Environments
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An Object-Based Deep Learning Approach for Building Height Estimation from Single SAR Images
An object-based deep learning model estimates building heights from single COSMO-SkyMed SAR images plus building footprints, reaching about 2.20 m MAE in Munich under leave-one-city-out evaluation.